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Found cached dataset json (/home/usbhost/.cache/huggingface/datasets/allenai___json/allenai--c4-6fbe877195f42de5/0.0.0/0f7e3662623656454fcd2b650f34e886a7db4b9104504885bd462096cc7a9f51)
Found cached dataset json (/home/usbhost/.cache/huggingface/datasets/allenai___json/allenai--c4-efc3d4f4606f44bd/0.0.0/0f7e3662623656454fcd2b650f34e886a7db4b9104504885bd462096cc7a9f51)
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Quantizing ...
time 5.55
error 65091.9140625
55 mlp.gate_proj
Quantizing ...
time 4.71
error 69162.703125
55 mlp.down_proj
Quantizing ...
time 15.27
error 16282.494140625
56 self_attn.k_proj
Quantizing ...
time 5.53
error 15704.654296875
56 self_attn.v_proj
Quantizing ...
time 4.62
error 21285.42578125
56 self_attn.q_proj
Quantizing ...
time 4.62
error 15670.8251953125
56 self_attn.o_proj
Quantizing ...
time 5.38
error 2344.0654296875
56 mlp.up_proj
Quantizing ...
time 5.56
error 64253.71875
56 mlp.gate_proj
Quantizing ...
time 4.72
error 67705.203125
56 mlp.down_proj
Quantizing ...
time 15.32
error 18808.955078125
57 self_attn.k_proj
Quantizing ...
time 5.54
error 15364.15234375
57 self_attn.v_proj
Quantizing ...
time 4.62
error 17928.765625
57 self_attn.q_proj
Quantizing ...
time 4.60
error 15470.736328125
57 self_attn.o_proj
Quantizing ...
time 5.38
error 1377.28271484375
57 mlp.up_proj
Quantizing ...
time 5.55
error 61965.84375
57 mlp.gate_proj
Quantizing ...
time 4.72
error 65122.2578125
57 mlp.down_proj
Quantizing ...
time 15.28
error 23356.546875
58 self_attn.k_proj
Quantizing ...
time 5.50
error 12949.615234375
58 self_attn.v_proj
Quantizing ...
time 4.57
error 14125.650390625
58 self_attn.q_proj
Quantizing ...
time 4.58
error 13172.3046875
58 self_attn.o_proj
Quantizing ...
time 5.35
error 1190.738037109375
58 mlp.up_proj
Quantizing ...
time 4.92
error 56147.046875
58 mlp.gate_proj
Quantizing ...
time 4.08
error 60298.77734375
58 mlp.down_proj
Quantizing ...
time 13.60
error 31925.26953125
59 self_attn.k_proj
Quantizing ...
time 4.89
error 11584.0322265625
59 self_attn.v_proj
Quantizing ...
time 3.98
error 10727.130859375
59 self_attn.q_proj
Quantizing ...
time 3.98
error 11997.470703125
59 self_attn.o_proj
Quantizing ...
time 4.87
error 2141.62890625
59 mlp.up_proj
Quantizing ...
time 5.01
error 43433.7265625
59 mlp.gate_proj
Quantizing ...
time 4.22
error 46841.99609375
59 mlp.down_proj
Quantizing ...
time 13.90
error 51444.9765625
4572.00866651535
Found cached dataset wikitext (/home/usbhost/.cache/huggingface/datasets/wikitext/wikitext-2-raw-v1/1.0.0/a241db52902eaf2c6aa732210bead40c090019a499ceb13bcbfa3f8ab646a126)
Found cached dataset wikitext (/home/usbhost/.cache/huggingface/datasets/wikitext/wikitext-2-raw-v1/1.0.0/a241db52902eaf2c6aa732210bead40c090019a499ceb13bcbfa3f8ab646a126)
wikitext2
Evaluating ...
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4.230341911315918
Found cached dataset ptb_text_only (/home/usbhost/.cache/huggingface/datasets/ptb_text_only/penn_treebank/1.1.0/8d1b97746fb9765d140e569ec5ddd35e20af4d37761f5e1bf357ea0b081f2c1f)
Found cached dataset ptb_text_only (/home/usbhost/.cache/huggingface/datasets/ptb_text_only/penn_treebank/1.1.0/8d1b97746fb9765d140e569ec5ddd35e20af4d37761f5e1bf357ea0b081f2c1f)
ptb-new
Evaluating ...
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8.243087768554688
Found cached dataset json (/home/usbhost/.cache/huggingface/datasets/allenai___json/allenai--c4-6fbe877195f42de5/0.0.0/0f7e3662623656454fcd2b650f34e886a7db4b9104504885bd462096cc7a9f51)
Found cached dataset json (/home/usbhost/.cache/huggingface/datasets/allenai___json/allenai--c4-efc3d4f4606f44bd/0.0.0/0f7e3662623656454fcd2b650f34e886a7db4b9104504885bd462096cc7a9f51)
c4-new
Evaluating ...
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6.231330394744873
Packing ...
model.layers.0.self_attn.k_proj
model.layers.0.self_attn.o_proj
model.layers.0.self_attn.q_proj
model.layers.0.self_attn.v_proj
model.layers.0.mlp.down_proj
model.layers.0.mlp.gate_proj
model.layers.0.mlp.up_proj
model.layers.1.self_attn.k_proj
model.layers.1.self_attn.o_proj
model.layers.1.self_attn.q_proj
model.layers.1.self_attn.v_proj
model.layers.1.mlp.down_proj
model.layers.1.mlp.gate_proj
model.layers.1.mlp.up_proj
model.layers.2.self_attn.k_proj
model.layers.2.self_attn.o_proj
model.layers.2.self_attn.q_proj
model.layers.2.self_attn.v_proj
model.layers.2.mlp.down_proj
model.layers.2.mlp.gate_proj
model.layers.2.mlp.up_proj
model.layers.3.self_attn.k_proj
model.layers.3.self_attn.o_proj
model.layers.3.self_attn.q_proj
model.layers.3.self_attn.v_proj
model.layers.3.mlp.down_proj
model.layers.3.mlp.gate_proj
model.layers.3.mlp.up_proj
model.layers.4.self_attn.k_proj
model.layers.4.self_attn.o_proj
model.layers.4.self_attn.q_proj
model.layers.4.self_attn.v_proj
model.layers.4.mlp.down_proj
model.layers.4.mlp.gate_proj
model.layers.4.mlp.up_proj
model.layers.5.self_attn.k_proj
model.layers.5.self_attn.o_proj
model.layers.5.self_attn.q_proj
model.layers.5.self_attn.v_proj
model.layers.5.mlp.down_proj
model.layers.5.mlp.gate_proj
model.layers.5.mlp.up_proj
model.layers.6.self_attn.k_proj
model.layers.6.self_attn.o_proj
model.layers.6.self_attn.q_proj
model.layers.6.self_attn.v_proj
model.layers.6.mlp.down_proj
model.layers.6.mlp.gate_proj
model.layers.6.mlp.up_proj
model.layers.7.self_attn.k_proj
model.layers.7.self_attn.o_proj
model.layers.7.self_attn.q_proj
model.layers.7.self_attn.v_proj
model.layers.7.mlp.down_proj
model.layers.7.mlp.gate_proj
model.layers.7.mlp.up_proj
model.layers.8.self_attn.k_proj
model.layers.8.self_attn.o_proj
model.layers.8.self_attn.q_proj
model.layers.8.self_attn.v_proj
model.layers.8.mlp.down_proj
model.layers.8.mlp.gate_proj
model.layers.8.mlp.up_proj
model.layers.9.self_attn.k_proj
model.layers.9.self_attn.o_proj
model.layers.9.self_attn.q_proj
model.layers.9.self_attn.v_proj
model.layers.9.mlp.down_proj
model.layers.9.mlp.gate_proj
model.layers.9.mlp.up_proj
model.layers.10.self_attn.k_proj
model.layers.10.self_attn.o_proj
model.layers.10.self_attn.q_proj
model.layers.10.self_attn.v_proj
model.layers.10.mlp.down_proj
model.layers.10.mlp.gate_proj
model.layers.10.mlp.up_proj
model.layers.11.self_attn.k_proj
model.layers.11.self_attn.o_proj
model.layers.11.self_attn.q_proj
model.layers.11.self_attn.v_proj
model.layers.11.mlp.down_proj
model.layers.11.mlp.gate_proj
model.layers.11.mlp.up_proj
model.layers.12.self_attn.k_proj
model.layers.12.self_attn.o_proj
model.layers.12.self_attn.q_proj
model.layers.12.self_attn.v_proj
model.layers.12.mlp.down_proj
model.layers.12.mlp.gate_proj
model.layers.12.mlp.up_proj
model.layers.13.self_attn.k_proj
model.layers.13.self_attn.o_proj
model.layers.13.self_attn.q_proj
model.layers.13.self_attn.v_proj
model.layers.13.mlp.down_proj
model.layers.13.mlp.gate_proj
model.layers.13.mlp.up_proj
model.layers.14.self_attn.k_proj
model.layers.14.self_attn.o_proj
model.layers.14.self_attn.q_proj
model.layers.14.self_attn.v_proj
model.layers.14.mlp.down_proj
model.layers.14.mlp.gate_proj
model.layers.14.mlp.up_proj
model.layers.15.self_attn.k_proj
model.layers.15.self_attn.o_proj
model.layers.15.self_attn.q_proj
model.layers.15.self_attn.v_proj
model.layers.15.mlp.down_proj
model.layers.15.mlp.gate_proj
model.layers.15.mlp.up_proj
model.layers.16.self_attn.k_proj
model.layers.16.self_attn.o_proj
model.layers.16.self_attn.q_proj
model.layers.16.self_attn.v_proj
model.layers.16.mlp.down_proj
model.layers.16.mlp.gate_proj
model.layers.16.mlp.up_proj
model.layers.17.self_attn.k_proj
model.layers.17.self_attn.o_proj
model.layers.17.self_attn.q_proj
model.layers.17.self_attn.v_proj
model.layers.17.mlp.down_proj
model.layers.17.mlp.gate_proj
model.layers.17.mlp.up_proj
model.layers.18.self_attn.k_proj
model.layers.18.self_attn.o_proj
model.layers.18.self_attn.q_proj
model.layers.18.self_attn.v_proj
model.layers.18.mlp.down_proj
model.layers.18.mlp.gate_proj
model.layers.18.mlp.up_proj
model.layers.19.self_attn.k_proj
model.layers.19.self_attn.o_proj
model.layers.19.self_attn.q_proj
model.layers.19.self_attn.v_proj
model.layers.19.mlp.down_proj
model.layers.19.mlp.gate_proj
model.layers.19.mlp.up_proj
model.layers.20.self_attn.k_proj
model.layers.20.self_attn.o_proj
model.layers.20.self_attn.q_proj
model.layers.20.self_attn.v_proj
model.layers.20.mlp.down_proj
model.layers.20.mlp.gate_proj
model.layers.20.mlp.up_proj
model.layers.21.self_attn.k_proj
model.layers.21.self_attn.o_proj
model.layers.21.self_attn.q_proj
model.layers.21.self_attn.v_proj
model.layers.21.mlp.down_proj
model.layers.21.mlp.gate_proj
model.layers.21.mlp.up_proj
model.layers.22.self_attn.k_proj
model.layers.22.self_attn.o_proj
model.layers.22.self_attn.q_proj
model.layers.22.self_attn.v_proj
model.layers.22.mlp.down_proj
model.layers.22.mlp.gate_proj
model.layers.22.mlp.up_proj
model.layers.23.self_attn.k_proj
model.layers.23.self_attn.o_proj
model.layers.23.self_attn.q_proj
model.layers.23.self_attn.v_proj
model.layers.23.mlp.down_proj
model.layers.23.mlp.gate_proj
model.layers.23.mlp.up_proj
model.layers.24.self_attn.k_proj
model.layers.24.self_attn.o_proj
model.layers.24.self_attn.q_proj
model.layers.24.self_attn.v_proj
model.layers.24.mlp.down_proj
model.layers.24.mlp.gate_proj
model.layers.24.mlp.up_proj
model.layers.25.self_attn.k_proj
model.layers.25.self_attn.o_proj
model.layers.25.self_attn.q_proj
model.layers.25.self_attn.v_proj
model.layers.25.mlp.down_proj
model.layers.25.mlp.gate_proj
model.layers.25.mlp.up_proj
model.layers.26.self_attn.k_proj
model.layers.26.self_attn.o_proj
model.layers.26.self_attn.q_proj
model.layers.26.self_attn.v_proj
model.layers.26.mlp.down_proj
model.layers.26.mlp.gate_proj
model.layers.26.mlp.up_proj
model.layers.27.self_attn.k_proj
model.layers.27.self_attn.o_proj
model.layers.27.self_attn.q_proj
model.layers.27.self_attn.v_proj
model.layers.27.mlp.down_proj
model.layers.27.mlp.gate_proj
model.layers.27.mlp.up_proj
model.layers.28.self_attn.k_proj
model.layers.28.self_attn.o_proj
model.layers.28.self_attn.q_proj
model.layers.28.self_attn.v_proj
model.layers.28.mlp.down_proj
model.layers.28.mlp.gate_proj
model.layers.28.mlp.up_proj
model.layers.29.self_attn.k_proj
model.layers.29.self_attn.o_proj
model.layers.29.self_attn.q_proj
model.layers.29.self_attn.v_proj
model.layers.29.mlp.down_proj
model.layers.29.mlp.gate_proj
model.layers.29.mlp.up_proj
model.layers.30.self_attn.k_proj
model.layers.30.self_attn.o_proj
model.layers.30.self_attn.q_proj
model.layers.30.self_attn.v_proj
model.layers.30.mlp.down_proj
model.layers.30.mlp.gate_proj
model.layers.30.mlp.up_proj
model.layers.31.self_attn.k_proj
model.layers.31.self_attn.o_proj
model.layers.31.self_attn.q_proj
model.layers.31.self_attn.v_proj
model.layers.31.mlp.down_proj
model.layers.31.mlp.gate_proj
model.layers.31.mlp.up_proj
model.layers.32.self_attn.k_proj
model.layers.32.self_attn.o_proj
model.layers.32.self_attn.q_proj
model.layers.32.self_attn.v_proj
model.layers.32.mlp.down_proj
model.layers.32.mlp.gate_proj
model.layers.32.mlp.up_proj
model.layers.33.self_attn.k_proj
model.layers.33.self_attn.o_proj
model.layers.33.self_attn.q_proj
model.layers.33.self_attn.v_proj
model.layers.33.mlp.down_proj
model.layers.33.mlp.gate_proj
model.layers.33.mlp.up_proj
model.layers.34.self_attn.k_proj
model.layers.34.self_attn.o_proj
model.layers.34.self_attn.q_proj
model.layers.34.self_attn.v_proj
model.layers.34.mlp.down_proj
model.layers.34.mlp.gate_proj
model.layers.34.mlp.up_proj
model.layers.35.self_attn.k_proj
model.layers.35.self_attn.o_proj
model.layers.35.self_attn.q_proj
model.layers.35.self_attn.v_proj
model.layers.35.mlp.down_proj
model.layers.35.mlp.gate_proj
model.layers.35.mlp.up_proj
model.layers.36.self_attn.k_proj
model.layers.36.self_attn.o_proj
model.layers.36.self_attn.q_proj
model.layers.36.self_attn.v_proj
model.layers.36.mlp.down_proj
model.layers.36.mlp.gate_proj
model.layers.36.mlp.up_proj
model.layers.37.self_attn.k_proj
model.layers.37.self_attn.o_proj
model.layers.37.self_attn.q_proj
model.layers.37.self_attn.v_proj
model.layers.37.mlp.down_proj
model.layers.37.mlp.gate_proj
model.layers.37.mlp.up_proj
model.layers.38.self_attn.k_proj
model.layers.38.self_attn.o_proj
model.layers.38.self_attn.q_proj
model.layers.38.self_attn.v_proj
model.layers.38.mlp.down_proj
model.layers.38.mlp.gate_proj
model.layers.38.mlp.up_proj
model.layers.39.self_attn.k_proj
model.layers.39.self_attn.o_proj
model.layers.39.self_attn.q_proj
model.layers.39.self_attn.v_proj
model.layers.39.mlp.down_proj
model.layers.39.mlp.gate_proj
model.layers.39.mlp.up_proj
model.layers.40.self_attn.k_proj
model.layers.40.self_attn.o_proj
model.layers.40.self_attn.q_proj
model.layers.40.self_attn.v_proj
model.layers.40.mlp.down_proj
model.layers.40.mlp.gate_proj
model.layers.40.mlp.up_proj
model.layers.41.self_attn.k_proj
model.layers.41.self_attn.o_proj
model.layers.41.self_attn.q_proj
model.layers.41.self_attn.v_proj
model.layers.41.mlp.down_proj
model.layers.41.mlp.gate_proj
model.layers.41.mlp.up_proj
model.layers.42.self_attn.k_proj
model.layers.42.self_attn.o_proj
model.layers.42.self_attn.q_proj
model.layers.42.self_attn.v_proj
model.layers.42.mlp.down_proj
model.layers.42.mlp.gate_proj
model.layers.42.mlp.up_proj
model.layers.43.self_attn.k_proj
model.layers.43.self_attn.o_proj
model.layers.43.self_attn.q_proj
model.layers.43.self_attn.v_proj
model.layers.43.mlp.down_proj
model.layers.43.mlp.gate_proj
model.layers.43.mlp.up_proj
model.layers.44.self_attn.k_proj
model.layers.44.self_attn.o_proj
model.layers.44.self_attn.q_proj
model.layers.44.self_attn.v_proj
model.layers.44.mlp.down_proj
model.layers.44.mlp.gate_proj
model.layers.44.mlp.up_proj
model.layers.45.self_attn.k_proj
model.layers.45.self_attn.o_proj
model.layers.45.self_attn.q_proj
model.layers.45.self_attn.v_proj
model.layers.45.mlp.down_proj
model.layers.45.mlp.gate_proj
model.layers.45.mlp.up_proj
model.layers.46.self_attn.k_proj
model.layers.46.self_attn.o_proj
model.layers.46.self_attn.q_proj
model.layers.46.self_attn.v_proj
model.layers.46.mlp.down_proj
model.layers.46.mlp.gate_proj
model.layers.46.mlp.up_proj
model.layers.47.self_attn.k_proj
model.layers.47.self_attn.o_proj
model.layers.47.self_attn.q_proj
model.layers.47.self_attn.v_proj
model.layers.47.mlp.down_proj
model.layers.47.mlp.gate_proj
model.layers.47.mlp.up_proj
model.layers.48.self_attn.k_proj
model.layers.48.self_attn.o_proj
model.layers.48.self_attn.q_proj
model.layers.48.self_attn.v_proj
model.layers.48.mlp.down_proj
model.layers.48.mlp.gate_proj
model.layers.48.mlp.up_proj
model.layers.49.self_attn.k_proj
model.layers.49.self_attn.o_proj
model.layers.49.self_attn.q_proj
model.layers.49.self_attn.v_proj
model.layers.49.mlp.down_proj
model.layers.49.mlp.gate_proj
model.layers.49.mlp.up_proj
model.layers.50.self_attn.k_proj
model.layers.50.self_attn.o_proj
model.layers.50.self_attn.q_proj
model.layers.50.self_attn.v_proj
model.layers.50.mlp.down_proj
model.layers.50.mlp.gate_proj
model.layers.50.mlp.up_proj
model.layers.51.self_attn.k_proj
model.layers.51.self_attn.o_proj
model.layers.51.self_attn.q_proj
model.layers.51.self_attn.v_proj
model.layers.51.mlp.down_proj
model.layers.51.mlp.gate_proj
model.layers.51.mlp.up_proj
model.layers.52.self_attn.k_proj
model.layers.52.self_attn.o_proj
model.layers.52.self_attn.q_proj
model.layers.52.self_attn.v_proj
model.layers.52.mlp.down_proj
model.layers.52.mlp.gate_proj
model.layers.52.mlp.up_proj
model.layers.53.self_attn.k_proj
model.layers.53.self_attn.o_proj
model.layers.53.self_attn.q_proj
model.layers.53.self_attn.v_proj
model.layers.53.mlp.down_proj
model.layers.53.mlp.gate_proj
model.layers.53.mlp.up_proj
model.layers.54.self_attn.k_proj
model.layers.54.self_attn.o_proj
model.layers.54.self_attn.q_proj
model.layers.54.self_attn.v_proj
model.layers.54.mlp.down_proj
model.layers.54.mlp.gate_proj
model.layers.54.mlp.up_proj
model.layers.55.self_attn.k_proj
model.layers.55.self_attn.o_proj
model.layers.55.self_attn.q_proj
model.layers.55.self_attn.v_proj
model.layers.55.mlp.down_proj
model.layers.55.mlp.gate_proj
model.layers.55.mlp.up_proj
model.layers.56.self_attn.k_proj
model.layers.56.self_attn.o_proj
model.layers.56.self_attn.q_proj
model.layers.56.self_attn.v_proj
model.layers.56.mlp.down_proj
model.layers.56.mlp.gate_proj
model.layers.56.mlp.up_proj
model.layers.57.self_attn.k_proj
model.layers.57.self_attn.o_proj
model.layers.57.self_attn.q_proj
model.layers.57.self_attn.v_proj
model.layers.57.mlp.down_proj
model.layers.57.mlp.gate_proj
model.layers.57.mlp.up_proj
model.layers.58.self_attn.k_proj
model.layers.58.self_attn.o_proj
model.layers.58.self_attn.q_proj
model.layers.58.self_attn.v_proj
model.layers.58.mlp.down_proj
model.layers.58.mlp.gate_proj
model.layers.58.mlp.up_proj
model.layers.59.self_attn.k_proj
model.layers.59.self_attn.o_proj
model.layers.59.self_attn.q_proj
model.layers.59.self_attn.v_proj
model.layers.59.mlp.down_proj
model.layers.59.mlp.gate_proj
model.layers.59.mlp.up_proj
Done.
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